AI Transparency Disclosure

Last updated: 17 July 2026

Work Futures Report (“WFR”) is an AI-assisted publication. In the interest of transparency — and in line with the transparency principles of the EU AI Act — we want to be clear about how this content is made.

How our content is created

Our articles and newsletter issues are drafted by AI language models and then passed through an automated multi-stage quality and fact-checking pipeline before publication. Specifically:

• Drafting: Articles are written by large language models (Anthropic’s Claude) from a curated set of reputable, publicly available sources.
• Quality control: Each draft is automatically scored for editorial voice, factual grounding, audience relevance, and source citation, with an automated repair step for anything that falls short.
• Cover images: Article cover images are AI-generated (OpenAI image models).
• Editorial oversight: A human (Juergen Ritzek) retains editorial responsibility for the publication and reviews output before the weekly newsletter is sent.

What this means for you

• AI-generated content can contain errors. Despite our quality checks, AI systems can misstate facts, omit context, or “hallucinate”. Treat our content as informed commentary, not as professional advice, and verify anything you intend to rely on. See our Terms.
• We cite our sources. Where we draw on a specific report or study, we link to it so you can read the original.
• Not financial, legal, or professional advice. Nothing we publish is a recommendation to take any specific action.

Labelling

Every newsletter issue carries the footer note: “Created with AI assistance. Editorial oversight: Juergen Ritzek.” Articles on this site are covered by this site-wide disclosure.

Questions

Email us at juergen@gobeyondclouds.io. Publisher details are on our Imprint page.